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Neural-Network Simulation of Strongly Correlated Quantum Systems

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Cover of 'Neural-Network Simulation of Strongly Correlated Quantum Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Quantum Mechanics and Spin Systems
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    Chapter 3 Artificial Neural Networks
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    Chapter 4 Discrete Truncated Wigner Approximation
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    Chapter 5 RBM-Based Wave Function Parametrization
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    Chapter 6 Deep Neural Networks and Phase Reweighting
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    Chapter 7 Towards Neuromorphic Sampling of Quantum States
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    Chapter 8 Conclusion
Attention for Chapter 2: Quantum Mechanics and Spin Systems
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